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Morphological Image Library : Smil vs scikit-image |
On taurusImage gruyere - Type bin - Function open
SMIL (Simple Morphological Image Library) 1.0.0-dev
Copyright (c) 2011-2016, Matthieu FAESSEL and ARMINES
Copyright (c) 2017-2021, CMM - Centre de Morphologie Mathematique
All rights reserved.
Date : 30/09/2021 01:44:02 PM
Image : gruyere.png
width : 256
height : 256
depth : 1
type : binary
Function : open
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.108 0.003 0.106 0.116 - (ms)
2.0 - 512 1 - 0.094 0.002 0.092 0.097 - (ms)
4.0 - 1024 1 - 0.150 0.001 0.149 0.151 - (ms)
8.0 - 2048 1 - 0.193 0.005 0.190 0.204 - (ms)
16.0 - 4096 1 - 0.445 0.000 0.444 0.445 - (ms)
32.0 - 8192 1 - 2.744 0.001 2.743 2.745 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 1.595 0.004 1.586 1.600 - (ms)
2.0 - 512 1 - 6.307 0.013 6.283 6.329 - (ms)
4.0 - 1024 1 - 24.739 0.029 24.686 24.773 - (ms)
8.0 - 2048 1 - 108.794 0.231 108.418 109.210 - (ms)
16.0 - 4096 1 - 442.480 2.603 440.533 448.721 - (ms)
32.0 - 8192 1 - 1787.658 33.112 1762.126 1855.234 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.108 | 1.595 | 14.785 1.170
512 | 0.094 | 6.307 | 67.257 1.828
1024 | 0.150 | 24.739 | 164.534 2.216
2048 | 0.193 | 108.794 | 563.815 2.751
4096 | 0.445 | 442.480 | 995.352 2.998
8192 | 2.744 | 1787.658 | 651.387 2.814
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 99.9 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 0.209 0.014 0.202 0.242 - (ms)
8.0 - 2048 2 - 0.309 0.015 0.299 0.344 - (ms)
8.0 - 2048 3 - 0.404 0.009 0.398 0.426 - (ms)
8.0 - 2048 4 - 0.503 0.012 0.493 0.530 - (ms)
8.0 - 2048 5 - 0.594 0.012 0.583 0.621 - (ms)
8.0 - 2048 6 - 0.688 0.013 0.678 0.718 - (ms)
8.0 - 2048 7 - 0.753 0.003 0.751 0.759 - (ms)
8.0 - 2048 8 - 0.842 0.003 0.836 0.847 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 109.370 0.268 109.032 109.690 - (ms)
8.0 - 2048 2 - 230.672 0.357 230.248 231.242 - (ms)
8.0 - 2048 3 - 414.363 1.136 413.834 417.143 - (ms)
8.0 - 2048 4 - 734.503 0.174 734.159 734.742 - (ms)
8.0 - 2048 5 - 1075.550 0.135 1075.347 1075.779 - (ms)
8.0 - 2048 6 - 1451.581 0.201 1451.309 1451.857 - (ms)
8.0 - 2048 7 - 1934.940 58.418 1893.630 2033.514 - (ms)
8.0 - 2048 8 - 2399.588 0.529 2398.996 2400.811 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.209 | 109.370 | 522.639 2.718
2 | 0.309 | 230.672 | 745.548 2.872
3 | 0.404 | 414.363 | 1026.630 3.011
4 | 0.503 | 734.503 | 1459.257 3.164
5 | 0.594 | 1075.550 | 1810.240 3.258
6 | 0.688 | 1451.581 | 2109.351 3.324
7 | 0.753 | 1934.940 | 2570.335 3.410
8 | 0.842 | 2399.588 | 2851.388 3.455
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 151.3 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 252 secs
Begin : 13:44:01
End : 13:48:13
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